Useful work cost
Inference, tools, review time, failures, and rework in one economic unit.
Research
Methods, benchmarks, and datasets for useful work.
The first version is static. The structure leaves room for a separate database, API, and downloadable series later.
Data Spine
A small schema before a big system.
The initial dataset should prioritize consistent definitions over infrastructure.
Marginal intelligence return
Where paying for a stronger model, more context, or more reasoning changes the result.
Human review burden
The supervision cost that determines whether automation is economically real.
Intelligence Cost Index
A proposed basket of professional tasks for tracking the total cost of acceptable machine-assisted work over time.
Model Price History
A lightweight time series of model pricing, context windows, caching economics, and relevant capability metadata.
Enterprise AI Spend Benchmark
A possible benchmark for how organizations allocate AI spending across inference, software, implementation, training, and human review.